• Resmed Corp. v. Cleveland Medical Devices, Inc.All claims unpatentable
  PTAB · Jun 29, 2026 · IPR2025-00246 · APJ Cynthia M Hardman · IPR · Final written decision

  Claims 15–29 are unpatentable as obvious over the asserted combinations; the contingent motion to amend claims 30–41 is denied for lack of written-description support.

  RulingsFinal written decision

  • PTAB / AIA Trials › Real party in interest / privityRpi dispute resolved for petitionerDecided for petitioner

    “Patent Owner filed an authorized Motion to Terminate, alleging that Petitioner failed to name its corporate parent, ResMed Inc., as a real party in interest. Paper 39. Petitioner filed an opposition. Paper 42. Patent Owner filed a reply. Paper 43. We denied the Motion to Terminate. Paper 51.” slip op. at 3

  • Skill levelSkill level board ownOther

    “understanding of a person of ordinary skill in the art at the time the invention was made.10 See Graham, 383 U.S. at 17–18. The parties agree that a person of ordinary skill in the art (sometimes referred to herein as “POSITA”) would have had: at least a bachelor’s degree in mechanical engineering, electrical engineering, computer science, biomedical engineering, or a similar technical field, with at least two years of relevant product design experience working with diagnostic sensor systems and network data systems, such as networked PAP machines. Additional experience could substitute for less education, and additional education could likewise substitute for less experience. Pet. 3–4 (citing Ex. 1003 (Kirkness Decl.) ¶ 44); PO Resp. 4. 9 Patent Owner does not assert any objective indicia of nonobviousness. See generally PO Resp. 10 For purposes of this Decision, we apply a priority date of November 4, 2005. See supra n.4. Because the proposed level of ordinary skill in the art is consistent with the cited prior art and is undisputed on this record, we adopt it for purposes of this Decision. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (indicating that the prior art itself may reflect an appropriate skill level).” slip op. at 9

  • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther

    “Patent Owner does not persuade us to construe the term as “a value [or calculated value] that indicates how dire a patient’s symptoms are.” Patent Owner points to nothing in the intrinsic record that purportedly supports this construction, and we agree with Petitioner that “the patent specification’s disclosures regarding determining a level of symptom severity are broad, establishing that it can generally be derived from any sensor data and/or breathing events.” Pet. Reply 3–4; see also Ex. 1001, 3:44–46 (“Signals from the[] sensors are then analyzed to determine the level of severity of the symptoms of the subject’s sleep disorder.”). Patent Owner relies only on expert declarations to support its construction. But as indicated by the Federal Circuit, extrinsic evidence is “less significant than the intrinsic record in determining ‘the legally operative meaning of claim language.’” Phillips v. AWH Corp., 415 F.3d 1303, 1317 (Fed. Cir. 2005). This is especially applicable here, where neither Dr. D’Ambrosio’s nor Dr. Schwartz’s declaration was prepared for this proceeding, and neither declarant was subject to cross examination on their opinions. Moreover, neither of the declarants was opining on claim construction; rather, they were addressing indefiniteness and/or written description issues. See Ex. 1058 at 7 (heading addressing definiteness); Ex. 2026 at 18 (heading addressing written description). Further, Dr. Schwartz appears to have been making an argument about certain patent claims (not the challenged ’333 patent) based on Patent Owner’s own statements made during prosecution of a separate patent application. See Ex. 2026 ¶ 47 (“[T]he similar term used in the ’284 patent claims (‘data of severity of sleep disorder symptoms’) does not find written description support in the specification by a disclosure of the same statistics disclosed in Wright, because CleveMed argued those statistics are not related to severity of sleep disorder symptoms.” (emphasis added)). Patent Owner has not persuaded us that Dr. Schwartz’s testimony has direct applicability to the claim term at issue here. Dr. Borkholder’s testimony is likewise unpersuasive. Aside from citing Dr. D’Ambrosio’s and Dr. Schwartz’s declarations, Dr. Borkholder cites Exhibits 2027 and 2016. These exhibits discuss indices such as AHI and RDI that are used to assess the severity of a patient’s symptoms, but Patent Owner has not adequately explained how they bear on construction of the claim term at issue here, which is not addressed in these exhibits. Ex. 2022 ¶¶ 32–33. Accordingly, we accord Dr. Borkholder’s claim construction opinions little weight, because they are unsupported by reference to objective, corroborating evidence of record. See, e.g., Ashland Oil, Inc. v. Delta Resins & Refractories, Inc., 776 F.2d 281, 294 (Fed. Cir. 1985) (“Lack of factual support for expert opinion going to factual determinations . . . may render the testimony of little probative value in a validity determination.”); Xerox Corp. v. Bytemark, IPR2022-00624, Paper 9, 15 (PTAB 2023) (precedential) (explaining that declaration testimony that “is conclusory and unsupported” and which “adds little to the conclusory assertion for which it is offered to support . . . is entitled to little weight”).” slip op. at 23

  • Obviousness (§103) › Graham factors (scope of art, differences, level of skill)UnpatentableUnpatentable

    “We find that Petitioner has the better argument. Tidal volume refers to “the volume of air that is inspired or expired during a respiratory cycle.” Ex. 2028, 13–14; PO Resp. 10. “[H]ypopnea events are defined as a reduction of ≥50 % or 74 % in tidal volume from baseline and apnea events as absence of tidal volume for at least 10s.” Ex. 2028, 13–14 (emphasis omitted). Toge teaches that a control unit analyzes collected data (e.g., the flow rate) and calculates tidal volume. Ex. 1044 (Toge) ¶¶ 34–38. The calculated tidal volume is “a quantified level of severity data based on the subject’s sleep apnea symptoms during the therapy” because it represents, e.g., the “level of airway obstruction the patient experiences during the sleep apnea treatment using the PAP device.” Pet. 15. As Dr. Chatterjee explains: Toge discloses that tidal volume Fp is a quantified level of data because Toge discloses that Fp is monitored with respect to threshold values (id., [0051]) and because Fp is a function of Ft, Fa, and Fb, which are quantitative values. Toge discloses that tidal volume Fp is severity data because Toge discloses that tidal volume is indicative of whether the patient’s breathing warrants “emergency measures” (id., [0039]) and whether to “send an alert” in “an emergency where the patient’s breathing has drastically weakened” (id., [0055]). . . . . Because Toge discloses determining tidal volume (determine a quantified level of severity data) based on Ft, Fa, and Fb (id., [0035]), which corresponds to the subject’s condition (subject’s sleep apnea symptoms) while using the device (during the therapy) (id., [0036], [0037]), Toge discloses determin[ing] a quantified level of severity data based on the subject’s sleep apnea symptoms during the therapy. Ex. 1005 (Chatterjee Decl.) ¶¶ 122–125. Patent Owner’s attempt to dismiss tidal volume as a mere “breathing metric” is unavailing. First, Petitioner correctly “notes that in the paragraph PO cites to in Dr. Schwartz’s declaration, he indicates that breathing metrics are a level of severity data.” Pet. Reply 8 (citing Ex. 2026 ¶ 46 (“standard sleep disordered breathing metrics” [ ] were well validated indicators of the type and severity of sleep disordered breathing”)). Second, Dr. Kirkness explains that tidal volume represents the level of airway obstruction, e.g., apnea “is the most severe form of reduction in airflow [and] the absence of airflow results in quantified tidal volume of zero milliliters per breath.” Ex. 1003 (Kirkness Decl.) ¶¶ 157, 159; see also PO Resp. 10–11 (Patent Owner recognizing that an apnea is defined as absence of tidal volume for at least 10 seconds). The calculated tidal volume thus indicates severity because it is used to adjust the PAP system, e.g., in the case of decreasing tidal volume, a medical professional can change the airflow settings “to counter/treat the more severe level of airway obstruction observed from the decreasing tidal volume.” Ex. 1003 (Kirkness Decl.) ¶ 158; Pet. 15–16; Ex. 1044 (Toge) ¶ 39.” slip op. at 26

  Patent outcomesUS 11,857,333 unpatentable
  Claim construction§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 11,857,333
• 3d Diagnostix, Inc. v. Watson Guide IP, LLCAll claims unpatentable
  PTAB · Jan 27, 2026 · PGR2024-00040 · APJ James A Tartal · PGR · Final written decision

  Claims 1–3, 5–7, 10, 12, 14, 16, and 17 are unpatentable under § 103, including over Llop ’126 and Sichuan, and over Llop ’126, Sichuan, and Scherer for claims 5, 6, and 12.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for patent owner

    “B. Level of Ordinary Skill in the Art Petitioner contends that a person of ordinary skill in the art as of the earliest priority date of the ’209 patent “would at least have had a doctoral degree in dentistry and at least three to four years of experience working with guided dental surgery for installing dental implants and prostheses.” Pet. 13 (citing Ex. 1003 ¶ 49). Patent Owner agrees with Petitioner’s proposed definition of a person of ordinary skill in the art. Resp. 4. Based on our review of the record before us, we adopt Petitioner’s uncontested definition of a person of ordinary skill in the art, because it is supported by the evidence of record and consistent with the disclosure in the ’209 patent and in the asserted prior art.” slip op. at 11

  • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached

    “1. “drill guide” and “fixation base” Petitioner contends that the claim terms “drill guide” and “fixation base” require construction “to resolve certain of the unpatentability grounds presented.” Pet. 13–14. In particular, Petitioner proposes that “drill guide” means “drill guide made from metal or metallic alloy without traditional plastic or acrylic,” and that “fixation base” means “fixation base made from metal, metallic alloy or other strong material without traditional plastic or acrylic.” Id. According to Petitioner, the Specification “teaches that the composition of the drill guide is ‘a metal or metallic alloy,’” and provides no other alternatives. Id. at 14 (citing Ex. 1001, 5:35–36). Petitioner similarly alleges that “fixation base” is described as “being fabricated from a metal, metal alloy, or other strong material,” and that “traditional plastic or acrylic” is excluded in light of disclosures in a provisional application. Id. at 21–24. According to Petitioner, its proposed constructions should be adopted “based on disclaimer of claim scope in the provisional application incorporated into the [’209] patent specification.” Id. at 14–24. Patent Owner contends that we need not address the constructions proposed by Petitioner because the issues addressed by Petitioner’s proposed constructions only concern allegations of unpatentability directed to claims 11 and 13, which Patent Owner disclaimed. Resp. 4–5; Disclaimer 1. In Reply, Petitioner argues that its proposed constructions are relevant to Patent Owner’s evidence of objective indicia of non-obviousness, including the alleged nexus. Reply 18–19 n.3. In light of our analysis below, because no determination in this Decision turns on whether we adopt Petitioner’s proposed constructions of “drill guide” and “fixation base,” we find that no express construction of these terms is required. See Realtime Data, LLC v. Iancu, 912 F.3d 1368, 1375 (Fed. Cir. 2019) (“The Board is required to construe ‘only those terms . . . that are in controversy, and only to the extent necessary to resolve the controversy.’”) (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999)).” slip op. at 12

  • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITAPlain and ordinary meaningDecided for petitioner

    “substitution of the word ‘enclose’ for the term ‘surround.’” Sur-reply 6. We noted in the Institution Decision that “construing the claim term ‘surround’ to mean ‘enclose’ does not further inform or clarify to a person of ordinary skill in the art what is encompassed by the claim limitation.” Dec. 15. We reach the same conclusion here on the full record and find no basis to rewrite the Challenged Claims to replace “surround” with “enclose.” To the extent Patent Owner can be understood to suggest that we import additional limitations into the claims based on the exemplary figures in the ’209 patent, we decline to do so. Regardless, given the recognition by the Parties that “surround” and “enclose” are synonymous, our determinations in this Decision would have been the same had we adopted Patent Owner’s proposed definition of “surround” to mean “enclose.” Further, with regard to the claim language “configured and dimensioned to surround at least a portion of the teeth of the patient,” Patent Owner proposes construing “a portion of the teeth” as “at least some teeth.” Resp. 9 (citing Ex. 2007 ¶ 44). Patent Owner, however, offers no sufficient explanation in its Response to explain how why a “portion of the teeth” means “at least some teeth.” The Specification does not provide an explicit definition of “a portion of the teeth” and does not suggest an intention to use a meaning of the term “a portion of the teeth” that is particular to the ’209 patent. To the extent Patent Owner can be understood to imply that we should import additional limitations into the Challenged Claims based on the exemplary figures in the ’209 patent, we decline to do so. For that reason, alone, we decline to adopt Patent Owner’s proposed construction.” slip op. at 17

  • Obviousness (§103) › Analogous artAnalogous artDecided for petitioner

    “38; Sur-reply 9–10. First, Patent Owner argues that Sichuan is non-analogous art. Resp. 34–38. “To be considered within the prior art for purposes of the obviousness analysis, a reference must be analogous.” Circuit Check Inc. v. QXQ Inc., 795 F.3d 1331, 1335 (Fed. Cir. 2015) (citing Wang Labs., Inc. v. Toshiba Corp., 993 F.2d 858, 864 (Fed. Cir. 1993)). “Two separate tests define the scope of analogous prior art: (1) whether the art is from the same field of endeavor, regardless of the problem addressed and, (2) if the reference is not within the field of the inventor’s endeavor, whether the reference still is reasonably pertinent to the particular problem with which the inventor is involved.” Sanofi-Aventis Deutschland GmbH v. Mylan Pharms. Inc., 66 F.4th 1373, 1377 (Fed. Cir. 2023) (quoting In re Bigio, 381 F.3d 1320, 1325 (Fed. Cir. 2004)).” slip op. at 36

  Patent outcomesUS 11,806,209 unpatentable
  Claim construction§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 11,806,209
• Samsung Electronics Co., Ltd. / Samsung Electronics America, Inc. v. Ouraring, Inc.All claims unpatentable
  PTAB · Dec 2, 2025 · IPR2024-00928 · APJ Neil T Powell · IPR · Final written decision

  Claims 1–5, 11–13, and 16–18 are unpatentable as obvious over Schröder and Yuen, LeBoeuf, or LeBoeuf and Wissmar; Schröder alone did not render its challenged claims unpatentable.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedOther

    “Patent Owner agrees with Petitioner’s proposed definition of a person of ordinary skill in the art. PO Resp. 14. We adopt this uncontested definition of the level of ordinary skill in the art. This definition is supported by the record and consistent with the disclosure in the ’034 patent and the references cited in the Petition.” slip op. at 9

  • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed petitioner constructionDecided for petitioner

    “Petitioner has the better position, as we agree with Petitioner that the ’034 patent discloses an embodiment that uses transparent potting as a window, rather than to form the overall form factor and encapsulate components: [Figure] 16C is a perspective view of the WCD with potting material 1630. As described above, the PCB, battery, and components can be disposed within the space. Once disposed therein, a potting 1630 can be provided atop the components and within the cutaway portion 1616. The potting 1630 can be transparent to allow for transmission of light through the cutaway portions 1616. Ex. 1001, 20:51–57. This configuration is shown below in Figure 16C. “[Figure] 16C is a perspective view of the WCD with potting material.” Ex. 1001, 6:1–2. As Figure 16C shows, potting material 1616 forms a window in only a portion of the WCD’s exterior. can be used to encapsulate components and form the overall form factor in some embodiments. E.g., Ex. 1001, 17:4–8, 18:61–62. But Patent Owner does not persuade us that claim 12 is limited to those embodiments. PO Resp. 29; SuperGuide Corp. v. DirecTV Enters., Inc., 358 F.3d 870, 875 (Fed. Cir. 2004) (“Though understanding the claim language may be aided by the explanations contained in the written description, it is important not to import into a claim limitations that are not part of the claim.”). Accordingly, we do not construe claim 12’s “external transparent potting” as requiring material that “forms the ‘overall form factor of the WCD 120, in addition to providing a housing for one or more electronic components,’” as suggested by Patent Owner. PO Resp. 29. Nor do we construe the claim language as requiring material that “also fills the space and encapsulates the components,” as suggested by Patent Owner. Id.” slip op. at 11

  • Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable

    “We are not persuaded by Petitioner’s arguments and find that Patent Owner has the better position. Although Schröder describes some aspects that are similar to those of a printed circuit board, Petitioner has not sufficiently demonstrated that a person having ordinary skill in the art would understand Schröder’s inlay 12 or carrier foil to be a “printed circuit board,” as recited in independent claims 1, 11, and 16. As an initial matter, while Schröder refers to a “circuit board” in another context, it never refers to the carrier foil or inlay in its finger-ring embodiment as such. See Ex. 1007, 22:48–49; see also Ex. 1079 ¶ 21 (Dr. Anthony acknowledging that Schröder’s only reference to a “circuit board” is “unrelated to Schröder’s finger-ring teachings”). Instead, Schröder describes features of that inlay, explaining that “[t]he carrier foil itself consists of a flexible plastic material, e.g.[,] PET or Kapton” and “antenna coil 8 can for example be printed on the carrier foil by means of a conductive paste” and “a depression is manufactured in the carrier foil, e.g.[,] by milling, lasering, etching, before the chip module 10, the antenna coil 8 and optional further electronic devices are inserted into the depression.” Ex. 1007, 13:26–31, 13:35–37. Schröder further describes that “[a]t least one further foil can be applied to the carrier foil or the ring blank on at least one side” to produce a “multilayer foil composite” that can be “interconnected” by means of “glue” slip op. at 23

  • Expert testimonyPetitioner expert discountedOther

    “show that Schröder’s inlay 12 is a PCB. Relying on testimony from Dr. Anthony, Petitioner asserts that Schröder’s inlay 12 serves as a flexible carrier made of materials “commonly understood to be printed circuit board materials” such as PET and Kapton. Pet. 23 (citing Ex. 1002 ¶ 172; Ex. 1006, 12:28–29). Dr. Anthony did not provide a clear explanation of a person of ordinary skill in the art’s understanding of a PCB in his direct testimony. article describing a PCB as a “laminated sandwich structure of conductive and insulating layers” was an accurate description of a PCB: Q. So is the first sentence of this Wiki page, in your mind, an accurate description of a printed circuit board? A. So, the first sentence, “A printed circuit board (PCB)[] also called [a] printed wiring board, []is a laminated sandwich structure of conductive and insulating layers, each with a pattern of traces, planes, and other features (similar to wires on a flat surface) etched from one or more sheets of copper laminated onto or between sheet layers of nonconductive substrate.” And so your question again was? Q. Is that a fair definition of printed circuit board in your mind? A. It’s a fair description of the general process for circuit boards, layers of conductive traces.” slip op. at 21

  Patent outcomesUS 9,582,034 unpatentable
  Claim construction§ 103 obviousness
  Patents in suitUS 9,582,034
• Samsung Electronics Co., Ltd. / Samsung Electronics America, Inc. et al. v. Eyesmatch Ltd.All claims unpatentable
  PTAB · Nov 21, 2025 · IPR2024-00810 · APJ Neil T Powell · IPR · Final written decision

  Claims 1–18 are unpatentable: claims 1–6 and 10–12 over Rosenberg and Park, and claims 3, 4, 7–9, and 11–18 over Rosenberg, Park, and Geisner.

  RulingsFinal written decision

  • Prior constructionPrior construction adoptedDecided for patent owner

    “Turning to the substantive issues, we find the District Court’s “mirror tracking mode” construction to be well-reasoned and supported by the record, and we therefore adopt that construction and its reasoning. As the District Court points out, both the “double the distance” and “same size” aspects of its construction are expressly discussed in the ’109 patent, which is incorporated in the ’110 patent. See Ex. 2008, 16 (citing Ex. 1021, 2:5–27, Figs. 5A, 5B), 40 (citing “same reasons set forth regarding the term ‘it appears to mimic a reflection of a mirror’” in support of construction of “mirror tracking mode”). So, too, is “flipping” or reversing of the image disclosed. Id. at 17 (citing Ex. 1021, 14:46–51, 15:41–47), 40.” slip op. at 14

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentable

    “persuasively address limitation 1[f]’s “mirror tracking mode.” In particular, Petitioner does not address persuasively the requirement, as explained in Section II.B above, that mirror tracking mode involves processing camera-captured images in a way that “maintains roughly the same size regardless of the user movement.” At odds with this requirement, Petitioner founds its case on an assertion that “Haan teaches the claimed mirror tracking mode” because “if the viewer is within 35 cm of the camera, a tracking mode is entered, applying resizing transformation.” Pet. 44 (emphasis added) (citing Ex. 1005 ¶¶ 75–76, 80–82, 90–94, 97; Ex. 1003 ¶¶ 205–210). The resizing transformation Petitioner references actually involves magnifying the user’s image by an amount that changes based on the user’s position relative to the camera, quite the opposite of maintaining image size regardless of the user movement. Ex. 1005 ¶¶ 75–76, Fig. 8. Thus, Petitioner’s initial position is unpersuasive. Petitioner’s shift to Haan’s “reflective mirror mode and conventional mirror period in the dual mode” is also unavailing. Reply 8. Consistent with Patent Owner’s arguments, Petitioner does not provide persuasive evidence that these operating states of Haan’s device involve any processing of camera-captured images. Sur-reply 13–14. To the contrary, Haan suggests that anytime its device provides an unmagnified image, it comes from a reflection off a physical reflective surface. See, e.g., Ex.1005 ¶ 76 (“This can be done for instance by using the device as a simple mirror, i.e. not displaying an image on the display device, but using the device in the reflective mode.”) (emphasis added), ¶ 92 (“a simple reflective mode, to act as a mirror”), ¶ 29 (“for a first range of positions, no image is displayed, whereby the reflective layer acts as a mirror, and for a second range of positions, the recorded image is displayed.”) (emphasis added). We also find unpersuasive Petitioner’s Reply arguments based on Haan’s disclosure of smoothly transitioning from “using the device as a simple mirror” (i.e., using a physical reflecting surface) to displaying a magnified image. Reply 11 (citing Ex. 1005 ¶¶ 76, 80). To the extent this may establish a point around the transition at which Haan’s system displays an image with relatively little magnification, it does not establish that Haan teaches, suggests, or renders obvious holding the displayed size roughly constant, “regardless of the user movement.” Indeed, given Haan’s focus on helping the user see things more clearly with image magnification, Petitioner’s argument that it would have been obvious to hold the size of the image constant is not persuasive. See, e.g., Ex. 1005 ¶ 4. Thus, on the whole, Petitioner’s shifting, scattered arguments do not persuasively address limitation 1[f]. Accordingly, Petitioner has not shown by a preponderance of the evidence that claim 1 would have been obvious over Haan and Francois. And Petitioner’s arguments and evidence addressing claims 2–6, 10–12, 16, and 17 do not cure the foregoing deficiencies in the challenge of claim 1. Pet. 46–52. Accordingly, Petitioner has not shown by a preponderance of the evidence that any of claims 1–6, 10–12, 16, and 17 would have been obvious over Haan and Francois.” slip op. at 23

  • Obviousness (§103) › Motivation to combine / reasonable expectation of success › Teaching awayTeaching away not foundDecided for petitioner

    “We do not agree. Petitioner demonstrates persuasively that a person of ordinary skill would have combined these references “to correct image distortions and provide a more realistic mirror image.” Pet. 52–55; Ex. 1003 ¶¶ 242–249. We are not persuaded by Patent Owner that by specifically disclosing “flipping” the image, Rosenberg is discouraging or teaching away from performing other transformations to achieve its objective of “replicat[ing] the performance of a standard household mirror.” See PO Resp. 35, 38–39 (Patent Owner asserting lack of motivation to combine the references). A reference may be said to “teach away” “when a person of ordinary skill, upon reading the reference, would be discouraged from following the path set out in the reference, or would be led in a direction divergent from the path that was taken by the applicant.” Galderma Lab'ys, L.P. v. Tolmar, Inc., 737 F.3d 731, 738 (Fed. Cir. 2013) (quoting DePuy Spine, Inc. v. Medtronic Sofamor Danek, Inc., 567 F.3d 1314, 1327 (Fed.Cir.2009)). “A reference does not teach away, however, if it merely expresses a general preference for an alternative invention but does not criticize, discredit, or otherwise discourage investigation into the invention claimed.” Id. Further, when conducting an obviousness analysis, the Board must consider a prior art reference “not only for what it expressly teaches, but also for what it fairly suggests.” Bradium Techs. LLC v. Iancu, 923 F.3d 1032, 1049 (Fed. Cir. 2019) (quoting In re Baird, 16 F.3d 380, 383 (Fed. Cir. 1994)). We are not convinced that the references before us “teach away” from performing the other transformations. In sum, we find for the reasons given that Petitioner has demonstrated by a preponderance of evidence that to a person of ordinary skill, Rosenberg alone or with Park teaches or suggests limitation 1[f].” slip op. at 44

  • Obviousness (§103) › Graham factors (scope of art, differences, level of skill)UnpatentableUnpatentable

    “shows by a preponderance of the evidence that limitations 1[c] and 1[e] are taught or suggested by Rosenberg and Park, in combination. Pet. 58–64; PO Resp. 39–40; Reply 19–20; Sur-reply 19. Petitioner persuades us that limitations 1[c] and 1[e], would have been obvious over Rosenberg and Park, in combination. Pet. 58–64; Reply 19–20. Patent Owner’s counter arguments are unavailing for multiple reasons. Patent Owner’s arguments fail because they improperly attack Rosenberg’s teachings individually, rather than addressing Petitioner’s combination of the references. PO Resp. 39–40; Sur-reply 19. This is fatal to Patent Owner’s arguments. In re Merck & Co., 800 F.2d 1091, 1097 (Fed. Cir. 1986). Moreover, Petitioner presents persuasive arguments and evidence that the references, in combination, teach limitations 1[c] and 1[e], including persuasive evidence that the references’ tilting, resizing, and zooming meet the claim limitations’ “adaptive transformation mapping . . . to generate modified images that appear to be captured from a different point of view” that “corresponds to an image taken from a different angle and a different distance.” Pet. 58–64 (citing Ex. 1001, 3:26–28; Ex. 1003 ¶¶ 65–67, 253–268; Ex. 1006 ¶¶ 26–28, 50, 52, 61, 75 ; Ex. 1011 ¶¶ 50–51, 59, Figs. 6A–6B, 7, 8, 14, 15; Ex. 1019, 16–20; Ex. 1021, 2:19–27, 17:19–24, 21:60, 23:65–24:9, 25:46–48, 30:4–11, Fig. 11); Reply 19–20 (citing Ex. 1003 ¶¶ 253–268; Ex. 1021, 17:17–23; Ex. 2012, 63:13–22, 111:13–21). Regarding tilting, after noting the ’110 patent’s disclosure (incorporated from the ’109 patent) of performing tilt transformations (Pet. 10–11), Petitioner advances persuasive evidence that Park discloses such a tilting transformation, thereby teaching the claimed “different angle” (id. at 61–63). Regarding resizing and zooming, citing extensive discussion in the ’110 patent (incorporated from the ’109 patent) of resizing and/or zooming to address the effects of varying distance between an object and a camera, Petitioner and Dr. Karam explain that the prior art’s zooming and resizing meet the claimed “different distance.” Pet. 63 (Ex. 1001, 3:26–28; Ex. 1021, 17:19–23, 21:57–60, 23:65–24:9, 25:46–48, 30:4–11, Fig. 11); Ex. 1003 ¶ 265 (citing Ex. 1001, 3:26–28; Ex. 1021, 17:19–23, 21:57–60, 23:65–24:9, 25:46–48, 30:4–11, Fig. 11). In its counterarguments, Patent Owner suggests that zooming and resizing do not account for “occlusion effects,” but Patent Owner does not persuasively tie this argument to the ’110 patent, failing to cite any portion of the ’110 patent that evinces its invention addresses such effects. PO Resp. 23–25, 39–40.” slip op. at 39

  Patent outcomesUS 8,982,110 unpatentable
  Claim construction§ 103 obviousnesscites Phillips
  Patents in suitUS 8,982,110
• Samsung Electronics Co., Ltd. / Samsung Electronics America, Inc. v. Maxell, Ltd.All claims unpatentable
  PTAB · Nov 6, 2025 · IPR2024-00867 · APJ Kevin C Trock · IPR · Final written decision

  Claims 11, 12, 16, 17, 19, 20, and 84 are unpatentable as obvious over Nozaki and Haitani, alone or combined with Graham or Kim.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “The parties’ descriptions of the level of skill in the art are very similar, with only a slight difference in the number of years of work experience suggested. Petitioner states that “[a]lthough the experts propose slightly different POSITA definitions, the differences are immaterial to the analysis here.” Pet. Reply. 1. Patent Owner does not believe the two definitions are materially different, and states that “the arguments herein do not change under either definition. PO Resp. 8. Petitioner’s description of a person of ordinary skill appears to be consistent with the technical complexity of the subject matter described in the ’848 patent. This understanding is supported by the testimony of Petitioner’s declarant, Dr. Bederson, who states that he is “well acquainted systems and methods described in the ’848 patent.” Ex. 1005 ¶ 36. Accordingly, we continue to use Petitioner’s assessment of a person of ordinary skill for purposes of this Decision. B. Claim Construction” slip op. at 12

  • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed board ownDecided for patent owner

    “the meaning of the claim term “mode” as it is used in the ’848 patent and as one of ordinary skill in the art would understand it at the time of the invention. First, the parties do not necessarily disagree as to the meaning of the term “mode.” Patent Owner asserts that a person of ordinary skill in the art “would understand ‘mode’ to mean “an operational state that a system has been switched to.” PO Resp. 13. Petitioner “do[es] not necessarily object to the concept of a ‘mode’ as an operational state,” but does object to how Patent Owner applies the term. Pet. Reply 1. Petitioner objects to Patent Owner’s “application of its construction,” which, Petitioner argues, “is far narrower than the words alone suggest.” Id. Second, the intrinsic evidence, including the claims and the ’848 specification, makes it readily apparent what the ordinary and customary meaning of the term “mode” would be to one of ordinary skill in the art at the time of the invention. Based upon our consideration of the claims and the ’848 specification, we find that the term “mode,” as it is used by the ’848 patent, means a “state,” “condition,” or “operational state” of a recording device, such as a video camera, that is selected by a user and may include a selection function using threshold values.” slip op. at 19

  • Obviousness (§103) › Analogous artAnalogous artDecided for petitioner

    “We disagree with Patent Owner. In determining obviousness, the scope of relevant prior art “necessarily encompasses not only the field of the inventor's endeavor but also any analogous art.” In re GPAC Inc., 57 F.3d 1573, 1577–78 (Fed. Cir. 1995). A reference qualifies as prior art for a determination under § 103(a) when it is analogous to the claimed invention. In re Clay, 966 F.2d 656, 658 (Fed. Cir. 1992). A reference is analogous to the claimed invention when it is from the same field of endeavor, regardless of the problem addressed. In re Klein, 647 F.3d 1343, 1348 (Fed. Cir. 2011). Similarity in the structure and function of the invention and the prior art is indicative that the prior art is within the inventor's field of endeavor.” slip op. at 37

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundDecided for petitioner

    “Here, Petitioner provides a persuasive rationale as to why a person of ordinary skill in the art would combine the teachings of Nozaki, Haitani, and Graham as described in the Petition. For example, Petitioner explains that a person of ordinary skill in the art would have recognized that Nozaki’s facedetection data could be used as an additional method by which to identify Figure 5 of Nozaki could be configured as a scrollable list of keyframe data similar to Graham. Pet. 37–38 (citing Ex. 1005 ¶ 141). Petitioner also explains that a person of ordinary skill in the art would have been motivated to implement this modification to improve the efficiency of searching for specific moments within a long video file. Pet. 38 (citing Ex. 1005 ¶ 142). Petitioner also explains that Graham’s video segmenting methods address this need and could have been easily implemented in the Nozaki device. Pet. 38 (citing Ex. 1005 ¶ 142). Dr. Bederson testifies that such implementation would have been within the skill of a person of ordinary skill in the art. Ex. 1005 ¶ 142. Accordingly, based upon the complete record, we are persuaded that Petitioner has demonstrated by a preponderance of the evidence that a person of ordinary skill in the art at the time of the claimed invention would have had a reasoned basis to combine the teachings of Nozaki, Haitani, and Graham in the manner described and would have had a reasonable expectation of success in that endeavor.” slip op. at 64

  Patent outcomesUS 10,176,848 unpatentable
  Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 10,176,848
• Samsung Electronics Co., Ltd. / Samsung Electronics America, Inc. v. Maxell, Ltd.All claims unpatentable
  PTAB · Nov 6, 2025 · IPR2024-00717 · APJ Kevin C Trock · IPR · Final written decision

  Claims 1–11 are unpatentable under § 103 over the Chinn-based and Kim-based combinations listed in the decision.

  RulingsFinal written decision

  • Expert testimonyOther

    “Accordingly, based upon the complete record, we are persuaded that” slip op. at 39

  • Obviousness (§103) › Graham factors (scope of art, differences, level of skill)UnpatentableUnpatentable

    “d. Conclusion as to Independent Claim 1 Based on the complete record, we are persuaded that Petitioner has” slip op. at 73

  Patent outcomesUS 11,223,757 unpatentable
  § 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 11,223,757
• Samsung Electronics Co. Ltd. / Samsung Electronics America, Inc. v. Maxell, Ltd.All claims unpatentable
  PTAB · Oct 30, 2025 · IPR2024-00828 · APJ Terrence W Mcmillin · IPR · Final written decision

  Claims 1, 2, 4–7, and 9–14 are unpatentable as obvious over the Rogers-based combinations with Rosenberg, Rekimoto, and, for claims 9–14, Miyazawa.

  RulingsFinal written decision

  • Expert testimonyPetitioner expert creditedPatent owner expert discountedDecided for petitioner

    “13 The Court was very critical of Dr. Wobbrock’s testimony in the related district court case. See generally Ex. 1026 (September 18, 2025 Order). With regard to the ’086 patent, the Court found that Dr. Wobbrock’s testimony was not based on any record evidence (id. at 7, 9), arbitrary (id.), contrary to the evidence (id. at 7–8), unjustified (id. at 8), ipse dixit (id. at 9), conclusory (three times) (id.), insufficient to support a jury verdict (three times) (id. at 9, 27), untethered from the Specification (three times) (id. at 28, 30, 31), inconsistent (id. at 29), insufficient to support his opinion (id. at 29–30), unsupported (id. at 30), and not to be credited by a reasonable jury (id. at 31). We have considered this criticism of Dr. Wobbrock’s testimony in view of the September 16, 2025, Memorandum to the Members of the Patent Trial and Appeal Board on the subject of “PTAB consideration of prior findings of fact and conclusions of law” (available at: https://www.uspto.gov/sites/default/files/documents/Memo_re_prior_finding s_of_fact_and_conclusions_of_law_9_16_25.pdf?utm_campaign=subscripti oncenter&utm_content=&utm_medium=email&utm_name=&utm_source=g ovdelivery&utm_term=) and in light of the case law (see, e.g., N.L.R.B. v. Pittsburgh S.S. Co., 337 U.S. 656, 659 (1949) (“[I]n the determination of litigated facts, the testimony of one who has been found unreliable as to one issue may properly be accorded little weight as to the next.”). We have similarly found Dr. Wobbrock’s testimony to be contrary to the plain and ordinary meaning of the claims, untethered from the Specification, unsupported by the evidence, inconsistent, arbitrary, and conclusory. We accord the testimony of Dr. Wobbrock little or no weight. We view the testimony of Petitioner’s expert, Dr. Nielson, as more credible and persuasive as it tracks more closely with the ’086 patent and the cited art. EcoFactor, Inc. v. Google LLC, 137 F.4th 1333, 1339 (Fed. Cir. 2025) (quoting Daubert v. Merrell Dow Parms., Inc., 509 U.S. 579, 597, 589 (1993) (“The Supreme Court has explained ‘that the trial judge plays a “gatekeeping role,’” ‘through which it must “ensure that any and all scientific testimony or evidence admitted is not only relevant, but reliable.’”)).” slip op. at 9

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “with touch interfaces.” PO Resp. 8 (citing Ex. 2005 ¶¶ 76–77). Although there are minor differences in these definitions of the level of ordinary skill in the art, the parties agree that this issue is not disputed. Tr. 11:24–26 (Petitioner’s counsel); 43:16–22 (Patent Owner’s counsel indicating agreement with Petitioner’s definition); see also Pet. Reply 1 (“The experts agree on the definition of ordinary skill in the art (‘POSITA’).” Determining the level of ordinary skill in the art involves various factors, including the “type of problems encountered in the art; prior art solutions to those problems; rapidity with which innovations are made; sophistication of the technology; and educational level of active workers in the field.” In re GPAC Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995) (citation omitted). The prior art of record also reflects the level of ordinary skill in the art. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001). We adopt the assessment offered by Petitioner as it is not disputed and is consistent with the ’086 patent and the asserted prior art.” slip op. at 11

  • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITAPlain and ordinary meaningDecided for petitioner

    “We find no support in the language of claim 1 for construing the “first registering mode” and the “second registering mode” as “operating modes,” or as “different operational states,” or “sub-operating modes of the ‘said registering mode’” as contended by Patent Owner. There is no express statement in claim 1 that the “first registering mode” and the “second registering mode” are “operating modes,” or are “different operational states,” or are “sub-operating modes of the ‘said registering mode.’” The language of claim 1 is clear that the only two “operating modes” explicitly recited in claim 1 are the “identification mode” and the “registration mode.” Claim 1 recites that these two “modes” are “operating modes,” but does not recite that the “first registering mode” and the “second registering mode” are “operating modes.” The language of claim 1 cannot be read to include the requirements that the “first registering mode” and the “second registering mode” are “operating modes,” or are “different operational states,” or are “sub-operating modes of the ‘said registering mode.’” Rather, we agree with Petitioner that the language of limitation 1c that specifically refers to the “registering mode” as an “operating mode” and the language of limitation 1f that refers to the “first registering mode” and the “second registering mode” as “mode[s] for inputting input information” that are “provided in said registering mode” contradicts Patent Owner’s proposed construction that would require the “first” and “second registering mode[s]” to be “different operational states.” The plain and ordinary meaning of the language of claim 1 provides that the “first registering mode” and the “second registering mode” are “mode[s] for inputting input information” that are “provided in said registering mode” which is one of the two delineated “operating modes.” Both “first” and “second” “registering mode[s]” ”for inputting input information” are recited as “provided in said registering mode,” a single “operating mode.”17” slip op. at 17

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundDecided for petitioner

    “Both references are directed to allowing users to input information via touchsurface technology and are analogous art to the ’086 patent. . . . [A] POSITA would have found Rogers and Rosenberg to be compatible because of the technical similarity of their teachings, and a POSITA would have further recognized that Rosenberg’s finger orientation disclosures, applied to Rogers’ graphical passcode disclosures, would facilitate a “natural and intuitive” means of implementing the teachings of Rogers. A POSITA therefore would have been motivated to look to Rosenberg to improve Rogers, and vice-versa. . . . A POSITA . . . would have considered the disclosures in Rosenberg and been motivated to modify Rogers’ “large fingertip and a small stylus tip” example so that it instead used the “natural and intuitive” finger pad versus finger end distinction discussed in Rosenberg. A POSITA would have found this modification to be a simple substitution of elements well known in the art and would have had a reasonable expectation of success in achieving the benefits disclosed in Rosenberg by making the modification, which involved only routine skill. . . . [A]dding finger end and finger pad touch detection to Rogers would involve no more than applying a known technique (i.e., finger end and finger pad touch detection/distinction as taught by Rosenberg) to a known device ready for improvement (Rogers’ apparatus having “large fingertip and a small stylus tip” capabilities) to yield predictable results (simple to use touch screen interface with multipoint targeting and multi-finger gesturing). . . . It also would have been obvious to combine Rogers with Rosenberg because both references disclose touch screen interfaces that detect a contact area of a finger. . . . A POSITA would have considered Rosenberg’s disclosures and been motivated to modify the “graphical passcode” features of Rogers so that the disclosed device is capable of detecting information input by a pad or end of a finger, because it would provide a “generally easily distinguishable” basis upon which to program the device disclosed in Rogers to detect a “measurable parameter” based on “contact area.” A POSITA would have further recognized that these features of Rogers and Rosenberg could be successfully combined because both references teach a “calibration” mode in which the user trains the device to recognize a specific range of input parameters that allows for some variation in input while remaining within acceptable tolerances. . . . A POSITA would have had a reasonable expectation of success in modifying Rogers in this manner for at least the same reasons.” slip op. at 60

  Patent outcomesUS 8,982,086 unpatentable
  Claim construction§ 103 obviousnesscites Graham
  Patents in suitUS 8,982,086
• Valve Corporation v. Immersion CorporationAll claims unpatentable
  PTAB · Oct 24, 2025 · IPR2024-00714 · APJ Christopher L Ogden · IPR · Final written decision

  Claims 1–20 are unpatentable: Goldenberg anticipates or renders claims 1–6, 8–13, and 15–19 obvious, and Goldenberg with Cruz-Hernandez renders claims 7, 14, and 20 obvious.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “The parties’ proposed levels of ordinary skill are substantially similar, supported by testimonial evidence, and consistent with the asserted prior art and the types of problems and solutions in the ’907 patent. See, e.g., Ex. 1001, 1:14–62. Because we discern no dispositive difference between the parties’ proposals, and neither party has argued that the choice between the two would affect the outcome,6 we adopt Petitioner’s proposed level of skill for this decision. We note, however, that our decision would be the same under Patent Owner’s proposal.” slip op. at 8

  • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITAPlain and ordinary meaningDecided for patent owner

    “to,” as recited in each of claims 1, 8, and 15, to “require[] a cause-and-effect relationship between a secondary event (e.g., a haptic effect) that occurs in reaction to a first event (e.g., entry of the user input element to one or more positions within the boundary range of positions).” PO Resp. 26–27 (citing Ex. 2004 ¶ 44). Patent Owner argues that “in response to” refers to more than just a coincidence and involves at least some degree of causality. Id. at 27 (citing American Calcar, Inc. v. American Honda Motor Co., 651 F.3d 1318, 1339–40 (Fed. Cir. 2011); Ex. 2007, 12–14 (dictionary definition); Ex. 2008, 7 (dictionary definition); Ex. 2006, 30:13–31:2, 32:8–11, 32:17– 21 (testimony by Mr. Ward)); PO Sur-reply 8–9 (citing Ex. 2009, 34:8–19, 36:5–21 (testimony by Mr. Ward)).” slip op. at 17

  • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Term construed patent owner constructionDecided for patent owner

    “to,” as recited in each of claims 1, 8, and 15, to “require[] a cause-and-effect relationship between a secondary event (e.g., a haptic effect) that occurs in reaction to a first event (e.g., entry of the user input element to one or more positions within the boundary range of positions).” PO Resp. 26–27 (citing Ex. 2004 ¶ 44). Patent Owner argues that “in response to” refers to more than just a coincidence and involves at least some degree of causality. Id. at 27 (citing American Calcar, Inc. v. American Honda Motor Co., 651 F.3d 1318, 1339–40 (Fed. Cir. 2011); Ex. 2007, 12–14 (dictionary definition); Ex. 2008, 7 (dictionary definition); Ex. 2006, 30:13–31:2, 32:8–11, 32:17– 21 (testimony by Mr. Ward)); PO Sur-reply 8–9 (citing Ex. 2009, 34:8–19, 36:5–21 (testimony by Mr. Ward)).” slip op. at 17

  • Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)UnpatentableUnpatentable

    “To show anticipation under § 102, a petitioner must locate every element in a claim, arranged as recited in the claim, in a single prior art reference. See Net MoneyIN, Inc. v. VeriSign, Inc., 545 F.3d 1359, 1369 (Fed. Cir. 2008). The limitations may be present in the reference “either explicitly or inherently.” In re Schreiber, 128 F.3d 1473, 1477 (Fed. Cir. 1997). In making this determination, we consider the reference “together with the knowledge of one of ordinary skill in the pertinent art.” In re Paulsen, 30 F.3d 1475, 1480 (Fed. Cir. 1994) (citing In re Samour, 571 F.2d 559, 562 (CCPA 1978)).” slip op. at 18

  Patent outcomesUS 10,627,907 unpatentable
  Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 10,627,907
• Google LLC v. Dialect, LLCAll claims unpatentable
  PTAB · Oct 17, 2025 · IPR2024-00753 · APJ Jon M Jurgovan · IPR · Final written decision

  Claim 12 is unpatentable as obvious over Kennewick and Ross because their combination teaches each limitation and a skilled artisan would have had reason to combine them with a reasonable expectation of success.

  RulingsFinal written decision

  • BurdenUnpatentable

    “A. Legal Principles “In an [inter partes review], the petitioner has the burden from the onset to show with particularity why the patent it challenges is unpatentable.” Harmonic Inc. v. Avid Tech., Inc., 815 F.3d 1356, 1363 (Fed. Cir. 2016) (citing 35 U.S.C. § 312(a)(3) (requiring inter partes review petitions to identify “with particularity . . . the evidence that supports the grounds for the challenge to each claim”)). This burden of persuasion never shifts to the patent owner. See Dynamic Drinkware, LLC v. Nat’l Graphics, Inc., 800 F.3d 1375, 1378 (Fed. Cir. 2015). The burden of production, however, may shift between the petitioner and patent owner as arguments and evidence are presented during the proceeding. Id. A patent claim is unpatentable under 35 U.S.C. § 103 if the differences between the claimed subject matter and the prior art are such that the subject matter, as a whole, would have been obvious at the time the invention was made to a person having ordinary skill in the art (“POSITA”) to which said subject matter pertains. KSR Int’l Co. v. Teleflex Inc., 550 U.S. 398, 406 (2007). The question of obviousness is resolved on the basis of underlying factual determinations including: (1) the scope and content of the prior art; (2) any differences between the claimed subject matter and the prior art; (3) the level of ordinary skill in the art; and (4) objective evidence of nonobviousness.2 See Graham v. John Deere Co., 383 U.S. 1, 17–18 (1966).” slip op. at 8

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “B. Level of Ordinary Skill in the Art Petitioner contends a POSITA pertaining to the ’160 patent “would have possessed a bachelor’s degree in electrical engineering or computer science, and two years of work experience in the field of speech and natural language-interfaces for interacting with and directing computer systems and software, including speech recognition and processing (and more experience could substitute for less formal education, and vice versa).” Pet. 10; Ex. 1002 ¶¶ 11–15. Patent Owner does not respond to Petitioner’s formulation of the level of ordinary skill in the art. See PO Resp. generally. We determine that Petitioner’s proposed skill level is consistent with the problems and solutions identified in the ’160 patent and the prior art references asserted by Petitioner. In addition, we find the skill level consistent with the education and experience that a POSITA would have had. See In re GPAC Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995) (citing Custom Accessories, Inc. v. Jeffrey-Allan Indus., Inc., 807 F.2d 955, 962 (Fed. Cir. 1986)) (citing factors to consider when determining level of ordinary skill in the art). Accordingly, we adopt Petitioner’s proposed skill level to apply in this proceeding.” slip op. at 9

  • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed board ownDecided for petitioner

    “After review of the evidence, we determine that the record does not support Patent Owner’s construction of “expected contexts” as “a subset of the contexts in a context stack.” PO Resp. 16–17. The sole mention of “expected contexts” in the ’160 patent’s description is the following: “The knowledge-enhanced speech recognition may access a set of expected contexts that are stored in a context stack to determine a most likely context.” Ex. 1001, 13:66–14:2. This statement does not provide any definition for “expected contexts.” Although the ’160 patent’s description mentions a “set,” this is not the same as a “subset” as Patent Owner proposes in its construction. Similarly, claims 1, 12, 13, and 15 of the ’160 patent recite “one or more expected contexts” but do not elaborate further on what an “expected context” is. Likewise, “expected contexts” were mentioned but not discussed or defined in the prosecution history of the ’160 patent. Ex. 1012, 281, 305, 382. Consequently, we decline to restrict the construction of “one or more expected contexts” as Patent Owner proposes. To the extent that Patent Owner so argues, we do not consider “expected contexts” to require the use of “context specific matchers.” In this regard, the ’160 patent states that “knowledge-enhanced speech recognition may use context specific matchers that are able to identify context such as time, location, numbers, dates, categories (e.g., music, movies, television, addresses, etc.) and other context.” Ex. 1001, 14:2–6 (emphasis added). Hence, the ’160 patent states that “contexts” may be identified using “context specific matchers” but this is not required. We further decline to interpret “one or more expected contexts” to exclude “possible contexts” as Patent Owner argues. Simply put, we find no support in the ’160 patent or elsewhere that “expected contexts” cannot be “possible contexts” or that the two terms are mutually exclusive of one another. Although the ’160 patent mentions scoring “possible contexts” (Ex. 1001, 21:7–9), we find no reason why these “possible contexts” cannot also be “expected contexts.” Although we agree with Petitioner that “expected contexts” are ones” slip op. at 13

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundDecided for petitioner

    “motivations to combine with reasonable expectation of success. However, in its Sur-reply, Patent Owner argues that Petitioner’s combination “makes no sense” because Ross’s contexts are arranged in order by recency of access such that no scoring is required to find a selected context, whereas Kennewick scores every context in the context stack to select a context. PO Sur-reply 9–10. Patent Owner further argues that Ross’s context grammars are fixed whereas Kennewick’s are dynamic according to prior utterances, and that Ross’s search ends upon finding a match whereas Kennewick scores the entire context stack. Id. at 10. Patent Owner’s late arguments, to which Petitioner has not had an opportunity to respond, do not undermine Petitioner’s proposed motivations to combine with reasonable expectation of success. See 37 C.F.R. § 42.23(b). Patent Owner’s arguments hinge on its assertion that “expected contexts” are not scored and are dynamic, but the ’160 patent does not define “expected contexts” in this way. See § III.C, supra. Furthermore, we do not agree that Ross’s search necessarily ends upon finding a match or that Kennewick and Ross are otherwise incompatible. See Inst. Dec. 19–22. Thus, we find that Petitioner has demonstrated by a preponderance of the evidence that a POSITA would have been motivated to combine Kennewick and Ross with a reasonable expectation of success to arrive at the claimed invention. 4.” slip op. at 22

  Patent outcomesUS 7,640,160 unpatentable
  Claim construction§ 103 obviousnesscites Phillips · Graham
  Patents in suitUS 7,640,160
• Meta Platforms, Inc. v. Sitnet LLCAll claims unpatentable
  PTAB · Sep 8, 2025 · IPR2024-00529 · APJ Neil T Powell · IPR · Final written decision

  Claims 1–9 and 20 are unpatentable as obvious; claims 10–19 are cancelled by adverse judgment after Patent Owner’s request.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “had a bachelor’s degree in Computer or Electrical Engineering or equivalent discipline, and approximately two years’ experience in telecommunications or computer networking,” adding that “[a]dditional education could substitute for professional experience, and significant work experience could substitute for formal education.” Pet. 9 (citing Ex. 1003 ¶¶ 45–46).” slip op. at 7

  • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededDecided for patent owner

    “proposed constructions, and determined that “event node” does not need construction. Ex. 2007, 5. In the Institution Decision, we agreed with the District Court that “event node” does not need construction, and we continue to do so here. See Inst. Dec. 8. Independent claim 1 recites “creating, by an event node server, an event node in a multi-dimensional personal information network, the event node corresponding to a situation,” “transmitting an invitation to establish a link with the event node server to the devices corresponding to each node in the projection formed in step (b),” “receiving a response from at least one of the devices from step (c) accepting the invitation to establish a link with the event node server,” and “establishing a link with each device accepting the invitation.” Ex. 1001, 33:21–35; see also PO Resp. 3 (emphasizing claim 1’s recitations that the “event node” is “in a multi-dimensional personal information network” and “correspond[s] to a situation.”). Claim 20 includes similar recitations related to the “event node.” Ex. 1001, 34:45–64. In view of this, we determine that the claim language itself provides sufficient meaning for the term “event node” and further construction is not necessary.9” slip op. at 10

  • Obviousness (§103) › Graham factors (scope of art, differences, level of skill)UnpatentableUnpatentable

    “event node.” Petitioner persuades us that Amidon’s architecture provides a social network (the recited “situational network”) and the social network conference within the social network is the event node. In particular, the evidence demonstrates that Amidon separately teaches a social network and a social network conference. For example, as Petitioner notes, Amidon suggests that a conference may include a subset of the users in its social network, such as “all users currently listening to the same song” or “a subset of a social network circuit related to a game when the subset includes three or more people.” Ex. 1005, 13:6514:3, 14:22–27; Pet. 20–22; see also Ex. 1005, 13:57–14:29. Therefore, Patent Owner’s argument that the social network conference is the social network (see Sur-reply 6–8), rather than the event node, does not persuasively address Petitioner’s contentions.10 Patent Owner’s argument that Amidon’s social network conference merely comprises a group of individuals communicating with each other so it cannot be an event node does not take into account that Amidon’s social network conference is also defined by a data structure, such as the data structure shown in Figure 3. See PO Resp. 7–10; Pet. 19–20; Reply 7–8. The parties do not dispute that Amidon’s social network conference is defined by a data structure. PO Resp. 11–13 (e.g., “Fig. 3 shows a database entry for a conference.”); Reply 7. We find persuasive Petitioner’s argument that “the conference itself (as defined by the stored data and accessible via window 200) is the claimed event node.” Reply 7. slip op. at 20

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundUnpatentable

    “Weighing the Parties’ arguments and evidence, Petitioner persuades us that a person of ordinary skill in the art would have had motivation to configure Wong’s social network with an ad-hoc communication network like Gogic’s, as well as a reasonable expectation of success. As Petitioner argues, Gogic’s disclosure that the ad-hoc communication network “may allow emergency services to be more efficiently or more appropriately deployed” would have motivated adding such an ad-hoc communication network to Wong’s system. Pet. 48; Ex. 1007, 4:20–24. Additionally, contrary to Patent Owner’s arguments, Petitioner’s evidence demonstrates technical compatibility of the references’ disclosures. As Petitioner notes, Gogic discloses using its approach with a wide range of technologies, including “portable or desktop computers.” Ex. 1007, 4:46– 49; Pet. 48. Wong likewise discloses implementing its social network with a wide range of technologies, such as “laptops, desktops, handheld, personal digital assistants, personal digital assistants, [or] mobile telephones.” Ex. 1006 ¶ 17; Pet. 49. These disclosures show that a person of ordinary skill in the art would have had a reasonable expectation of success implementing Gogic’s method in Wong’s social network using, for example, desktop computers.11 Patent Owner recognizes that Gogic discloses implementing its system with desktop computers. PO Resp. 22. But Patent Owner contends that a person of ordinary skill in the art would not have known how to implement Gogic’s invention, such as its location determination, using desktop computers. Id. This argument does not recognize that, as a prior art patent, Gogic is presumed enabled, including its disclosure of using desktop computers to implement its system. Apple Inc. v. Corephotonics, Ltd., 861 F. App’x 443, 450 (Fed. Cir. 2021) (nonprecedential; inter partes review context); Amgen Inc. v. Hoechst Marion Roussel, Inc., 314 F.3d 1313, 1354 (Fed. Cir. 2003). Patent Owner’s arguments and evidence do not rebut this presumption. For example, Dr. Rubin’s testimony that “from the descriptions and figures provided in Gogic it would suggest that location is determined via technologies specific to wireless networks and telecommunications” does not persuade us that Gogic fails to enable 11 Accordingly, Patent Owner’s argument about the difficulties of modifying Gogic to use Wong’s social network are inapposite. PO Resp. 24. implementing its approach with desktop computers, such as those used in Wong. Ex. 2009 ¶ 87 (emphasis added). To the extent Gogic suggested wireless technologies as a way to determine location, that does not detract from Gogic’s disclosure of using other technologies, including desktop computers, to implement its invention.” slip op. at 35

  Patent outcomesUS 8,332,454 unpatentable
  Claim construction§ 103 obviousnesscites Phillips
  Patents in suitUS 8,332,454

Holdings, summaries, rulings, issues, outcomes, winners and claim constructions shown for a decision were generated by a large language model reading the opinion. They are a guide to the decision, not the decision. Confirm every one against the court's own text before relying on it. Outcomes read from the patent owner’s side. Party names are extracted from the decision and are missing on about 900 short Director denials and scans, which carry the trial number instead.